2025 DATA-ARCHITECT–100% FREE RELIABLE EXAM SYLLABUS | PROFESSIONAL DATA-ARCHITECT EXAM CONSULTANT

2025 Data-Architect–100% Free Reliable Exam Syllabus | Professional Data-Architect Exam Consultant

2025 Data-Architect–100% Free Reliable Exam Syllabus | Professional Data-Architect Exam Consultant

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Salesforce Certified Data Architect Sample Questions (Q80-Q85):

NEW QUESTION # 80
To avoid creating duplicate Contacts, a customer frequently uses Data Loader to upsert Contact records into Salesforce. What common error should the data architect be aware of when using upsert?

  • A. Errors with duplicate external Id values within the same CSV file.
  • B. Errors when a duplicate Contact name is found cause upsert to fail.
  • C. Errors with using the wrong external Id will cause the load to fail.
  • D. Errors with records being updated and inserted in the same CSV file.

Answer: A


NEW QUESTION # 81
Cloud Kicks has the following requirements:
* Their Shipment custom object must always relate to a Product, a Sender, and a Receiver (all separate custom objects).
* If a Shipment is currently associated with a Product, Sender, or Receiver, deletion of those records should not be allowed.
* Each custom object must have separate sharing models.
What should an Architect do to fulfill these requirements?

  • A. Create a Master-Detail relationship to each of the three parent records.
  • B. Create two Master-Detail and one Lookup relationship to the parent records.
  • C. Associate the Shipment to each parent record by using a VLOOKUP formula field.
  • D. Create a required Lookup relationship to each of the three parent records.

Answer: D


NEW QUESTION # 82
A large retail B2C customer wants to build a 360 view of its customer for its call center agents. The customer interaction is currently maintained in the following system: 1. Salesforce CRM
3. Customer Master Data management (MDM)
4. Contract Management system
5. Marketing solution
What should a data architect recommend that would help upgrade uniquely identify customer across multiple systems:

  • A. Create a custom object that will serve as a cross reference for the customer id.
  • B. Create a customer data base and use this id in all systems.
  • C. Store the salesforce id in all the solutions to identify the customer.
  • D. Create a custom field as external id to maintain the customer Id from the MDM solution.

Answer: D

Explanation:
To help uniquely identify customer across multiple systems, a data architect should recommend creating a custom field as external ID to maintain the customer ID from the MDM solution. An external ID is a custom field that has the "External ID" attribute enabled, which means that it contains unique record identifiers from a system outside of Salesforce. By using the customer ID from the MDM solution as an external ID in Salesforce CRM, Contract Management system, and Marketing solution, the data architect can ensure that each customer can be easily identified and integrated across these systems. Option A is incorrect because storing the Salesforce ID in all the solutions to identify the customer will not work if the customer records are created or updated in other systems besides Salesforce CRM. Option B is incorrect because creating a custom object that will serve as a cross reference for the customer ID will require additional configuration effort and may not be consistent with the actual customer records in each system. Option C is incorrect because creating a customer database and using this ID in all systems will require additional infrastructure cost and maintenance effort.


NEW QUESTION # 83
Northern Trail Outfitters (NTO) wants to capture a list of customers that have bought a particular product. The solution architect has recommended to create a custom object for product, and to create a lookup relationship between its customers and its products.
Products will be modeled as a custom object (NTO_ Product__ c) and customers are modeled as person accounts. Every NTO product may have millions of customers looking up a single product, resulting in a lookup skew.
What should a data architect suggest to mitigate Issues related to lookup skew?

  • A. Create a custom object to maintain the relationship between products and customers.
  • B. Select Clear the value of this field option while configuring the lookup relationship.
  • C. Change the lookup relationship to master-detail relationship.
  • D. Create multiple similar products and distribute the skew across those products.

Answer: D

Explanation:
creating multiple similar products and distributing the skew across those products can be a way to mitigate issues related to lookup skew. The article explains that lookup skew happens when a very large number of records are associated with a single record in the lookup object, and this can cause record locking and performance issues. The article suggests creating multiple copies of the same product record and assigning different child records to each copy, so that the number of child records per parent record is reduced.


NEW QUESTION # 84
Get Cloudy Consulting needs to evaluate the completeness and consistency of contact information in Salesforce. Their sales reps often have incomplete information about their accounts and contacts. Additionally, they are not able to interpret the information in a consistent manner. Get Cloudy Consulting has identified certain ""key"" fields which are important to their sales reps.
What are two actions Get Cloudy Consulting can take to review their data for completeness and consistency? (Choose two.)

  • A. Run a report which shows the last time the key fields were updated.
  • B. Run a process that can fill in default values for blank fields.
  • C. Run one report per key field, grouped by that field, to understand its data variability.
  • D. Run a report that shows the percentage of blanks for the important fields.

Answer: A,D


NEW QUESTION # 85
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